Extended Data Fig. 5: Verification scores for the UK by yearly splits aligned with NWP initialization times.
From: Skilful precipitation nowcasting using deep generative models of radar
a, CSI across 20 samples of different models across precipitation thresholds 1 mm h−1 (left), 4 mm h−1, 8 mm h−1 (right). UNet generates a single deterministic prediction. b, CRPS of various models for original predictions (left), average rain rate over a 4 km aggregation (middle), and average rain rate over a 16 km aggregation (right). c, Radially averaged power spectral density for full-frame 2019 predictions for different models. Please note that these results are computed with significantly fewer examples of the UK yearly dataset due to the NWP lead time alignment.
